T�tulo: Nonparametric Regression and Generalized Linear Models: A roughness penalty approach (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Editor: Chapman and Hall/CRC
Fecha de publicaci�n: 1993
Idioma: Ingl�s
ISBN 10: 0412300400
ISBN 13: 9780412300400
Encuadernaci�n: Hardcover
Estado: New
Peso: 14 onzas

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Sinopsis

Nonparametric Regression and Generalized Linear Models focuses on the roughness penalty method of nonparametric smoothing and shows how this technique provides a unifying approach to a wide range of smoothing problems. The emphasis is methodological rather than theoretical, and the authors concentrate on statistical and computation issues. Real data examples are used to illustrate the various methods and to compare them with standard parametric approaches. The mathematical treatment is self-contained and depends mainly on simple linear algebra and calculus. This monograph will be useful both as a reference work for research and applied statisticians and as a text for graduate students.

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P.J. Green, Bristol Univesity. Bernard. W. Silverman St. Peters College, Oxford.

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